Valohai + AWS
MLOps Without Limits — Built for AWS, Designed for Freedom
Valohai is a long-time AWS Partner Network (APN) member and available directly on the AWS Marketplace. From day one, we've supported teams running on AWS — but our platform is built to go further than any single cloud provider can.
With Valohai + AWS, teams get the power of the cloud with the freedom of choice: Run any ML workload — training, tuning, inference, evaluation — on AWS, on-premises, or across cloud providers, all while keeping everything versioned, automated, and reproducible.
Not Locked In — Just Locked & Loaded
While Amazon SageMaker offers a wide set of ML services, Valohai is purpose-built to deliver true MLOps infrastructure, not just model training. Our platform is agnostic by design, giving teams full control over compute, pipelines, governance, and deployment across any environment — without rewriting workflows or sacrificing transparency.
Valohai vs. Amazon SageMaker
| Feature | Valohai | Amazon SageMaker |
|---|---|---|
| Cloud-neutral / Multi-cloud | Yes — AWS, Azure, GCP, on-prem | AWS-only |
| Automatic Versioning | Native, for code, data, models, & pipeline states | Requires manual setup or custom logic |
| Reproducibility by Default | Immutable runs with complete lineage | Reproducibility requires discipline |
| Code-First CI/CD Pipelines | Native Git-based workflows, no UI dependence | Studio-driven with less automation focus |
| Bring Your Own Infra | Use any EC2, EKS, or even your bare metal | Bound to AWS-managed infra |
| Full Data Lineage | Every run, dataset, and artifact is tracked | Manual tracking or extra setup needed |
| Flexible Compute Orchestration | Native support for Kubernetes, Slurm, cloud VMs | Limited to AWS stack |
| No Vendor Lock-in | Switch clouds or go hybrid at any time | Strong AWS tie-in |
| Collaboration & Governance | Team workflows, audit logs, access controls | Available via IAM & SageMaker Projects |
Why Choose Valohai with AWS?
Deploy with Confidence from AWS Marketplace
Valohai is listed on the AWS Marketplace, making procurement simple, fast, and compliant with your existing workflows.
Run Anywhere — Seamlessly
Whether you're training in EC2, managing containers with EKS, or running workloads on-prem, Valohai lets you orchestrate everything from a single control plane.
Built for Governance and Compliance
Valohai is trusted by enterprise teams in regulated industries to provide auditable, fully reproducible ML pipelines — something SageMaker does not offer out of the box.
True CI/CD for MLe
Don't hack together notebooks and scripts. With Valohai, pipelines are code-defined, Git-tracked, and automatically versioned.
Scale Without Rewrites
Build once, run anywhere — and move between cloud environments without needing to re-architect your ML workflows.
Co-Sell & Go-to-Market with AWS
As an official AWS Partner and AWS Marketplace vendor, Valohai is ready to work hand-in-hand with AWS sales, solutions architects, and co-sell teams to deliver value to customers building the future of ML — at scale.
Looking to future-proof your MLOps on AWS — without compromise?
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